All Stories

  1. Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges

    Article • Information, September 2025, MDPI AG

    David Martins de Matos

  2. Advancing the prediction and understanding of placebo responses in chronic back pain using large language models

    Article • January 2025, Cold Spring Harbor Laboratory Press

    David Martins de Matos

  3. Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract)

    Article • August 2023, International Joint Conferences on Artificial Intelligence

    David Martins de Matos

  4. Chronic Pain Patient Narratives Allow for the Estimation of Current Pain Intensity

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  5. Modeling Chronic Pain Experiences from Online Reports Using the Reddit Reports of Chronic Pain Dataset

    Article • Information, April 2023, MDPI AG

    David Martins de Matos

  6. NDRank: optimised parallel search for weather analogues

    Article • Big Earth Data, March 2023, Taylor & Francis

    David Martins de Matos

  7. Modeling chronic pain experiences from online reports using the Reddit Reports of Chronic Pain dataset

    Article • January 2023, Research Square

    David Martins de Matos

  8. Active Learning Improves the Teacher’s Experience: A Case Study in a Language Grounding Scenario

    Article • November 2022, International Speech Communication Association

    David Martins de Matos

  9. Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation

    Article • Journal of Artificial Intelligence Research, January 2022, AI Access Foundation

    David Martins de Matos

  10. Learning Low-Dimensional Semantics for Music and Language via Multi-Subject fMRI

    Article • Neuroinformatics, January 2022, Springer Science + Business Media

    David Martins de Matos

  11. Assessing kinetic meaning of music and dance via deep cross-modal retrieval

    Article • Neural Computing and Applications, May 2021, Springer Science + Business Media

    David Martins de Matos

  12. Semantic frame induction through the detection of communities of verbs and their arguments

    Article • Applied Network Science, September 2020, Springer Science + Business Media

    David Martins de Matos

  13. Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease

    Article • IEEE Journal of Selected Topics in Signal Processing, February 2020, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  14. Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations

    Article • Journal of Artificial Intelligence Research, November 2019, AI Access Foundation

    David Martins de Matos

  15. Semantic Frame Induction as a Community Detection Problem

    Article • November 2019, Springer Science + Business Media

    David Martins de Matos

  16. Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol

    Article • Linguamática, July 2019, University of Minho

    David Martins de Matos

  17. An information-theoretic approach to machine-oriented music summarization

    Article • Pattern Recognition Letters, May 2019, Elsevier

    David Martins de Matos

  18. A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization

    Article • Information, March 2019, MDPI AG

    David Martins de Matos

  19. L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations

    Article • January 2019, Association for Computational Linguistics (ACL)

    David Martins de Matos

  20. End-to-End Multi-Level Dialog Act Recognition

    Article • November 2018, International Speech Communication Association

    David Martins de Matos

  21. Topic coherence analysis for the classification of Alzheimer's disease

    Article • November 2018, International Speech Communication Association

    David Martins de Matos

  22. A “Deeper” Look at Detecting Cyberbullying in Social Networks

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  23. A Study on Dialog Act Recognition Using Character-Level Tokenization

    Article • January 2018, Springer Science + Business Media

    David Martins de Matos

  24. A curiosity model for artificial agents

    Article • September 2017, The MIT Press

    David Martins de Matos

  25. Event-based summarization using a centrality-as-relevance model

    Article • Knowledge and Information Systems, June 2016, Springer Science + Business Media

    David Martins de Matos

  26. Using Generic Summarization to Improve Music Information Retrieval Tasks

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  27. Summarization of films and documentaries based on subtitles and scripts

    Article • Pattern Recognition Letters, April 2016, Elsevier

    David Martins de Matos

  28. Exploring events and distributed representations of text in multi-document summarization

    Article • Knowledge-Based Systems, February 2016, Elsevier

    David Martins de Matos

  29. Automatic Detection of Hyperarticulated Speech

    Article • January 2016, Springer Science + Business Media

    David Martins de Matos

  30. Assessing User Expertise in Spoken Dialog System Interactions

    Article • January 2016, Springer Science + Business Media

    David Martins de Matos

  31. Spatial role labeling with convolutional neural networks

    Article • November 2015, ACM (Association for Computing Machinery)

    David Martins de Matos

  32. Evaluating pictogram prediction in a location-aware augmentative and alternative communication system

    Article • Assistive Technology, October 2015, Taylor & Francis

    David Martins de Matos

  33. Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms

    Article • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  34. Measuring the Performance of a Location-Aware Text Prediction System

    Article • ACM Transactions on Accessible Computing, June 2015, ACM (Association for Computing Machinery)

    David Martins de Matos

  35. Textual Event Detection Using Fuzzy Fingerprints

    Article • January 2015, Springer Science + Business Media

    David Martins de Matos

  36. Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach

    Article • January 2015, Association for Computational Linguistics (ACL)

    David Martins de Matos

  37. On the Application of Generic Summarization Algorithms to Music

    Article • IEEE Signal Processing Letters, January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  38. Word and Sentence Prediction: Using the best of the two worlds to assist AAC users

    Article • Technology and Disability, November 2014, IOS Press

    David Martins de Matos

  39. BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  40. Self reinforcement for important passage retrieval

    Article • January 2013, ACM (Association for Computing Machinery)

    David Martins de Matos

  41. Understanding temporal dynamics of ratings in the book recommendation scenario

    Article • January 2013, ACM (Association for Computing Machinery)

    David Martins de Matos

  42. Word and Sentence Prediction: Using the Best of the Two Worlds to Assist AAC Users

    Article • January 2013, IOS Press

    David Martins de Matos

  43. Improving Speech-to-Text Summarization by Using Additional Information Sources

    Article • July 2012, Springer Science + Business Media

    David Martins de Matos

  44. Stylometric relevance-feedback towards a hybrid book recommendation algorithm

    Article • January 2012, ACM (Association for Computing Machinery)

    David Martins de Matos

  45. Improving a hybrid literary book recommendation system through author ranking

    Article • January 2012, ACM (Association for Computing Machinery)

    David Martins de Matos

  46. Comparing onset detection methods based on spectral features

    Article • January 2012, ACM (Association for Computing Machinery)

    David Martins de Matos

  47. Summarizing Speech by Contextual Reinforcement of Important Passages

    Article • January 2012, Springer Science + Business Media

    David Martins de Matos

  48. Key Phrase Extraction of Lightly Filtered Broadcast News

    Article • January 2012, Springer Science + Business Media

    David Martins de Matos

  49. Searching a Mixed Corpus in the Light of the New Portuguese Orthographic Norm

    Article • January 2012, Springer Science + Business Media

    David Martins de Matos

  50. Multiple Hypothesis Tracking in camera networks

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  51. Improving domotic services combining a dialog system and a resident tracking system

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  52. Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese

    Article • January 2010, Springer Science + Business Media

    David Martins de Matos

  53. High-performance high-volume layered corpora annotation

    Article • January 2009, Association for Computational Linguistics (ACL)

    David Martins de Matos

  54. IdSay: Question Answering for Portuguese

    Article • January 2009, Springer Science + Business Media

    David Martins de Matos

  55. Using prior knowledge to assess relevance in speech summarization

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    David Martins de Matos

  56. Mixed-source multi-document speech-to-text summarization

    Article • January 2008, Association for Computational Linguistics (ACL)

    David Martins de Matos

  57. Extractive Summarization of Broadcast News: Comparing Strategies for European Portuguese

    Article • January 2007, Springer Science + Business Media

    David Martins de Matos

  58. Document retrieval for question answering

    Article • January 2007, ACM (Association for Computing Machinery)

    David Martins de Matos

  59. Managing Linguistic Resources and Tools

    Article • January 2003, Springer Science + Business Media

    David Martins de Matos